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Natural Language To Skill — measured AI agent skill | DecimalAI

stijnman/natural-language-to-skill

SkillScore64Maintained

Converts natural language descriptions into SKILL.md drafts. Use when user d escribes a new capability or says create skill from description. Triggers: c reate skill from description, NL to skill, skill from prompt.

by stijnman

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull stijnman-natural-language-to-skill

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-natural-language-to-skill/SKILL.md

Raw file: /s/stijnman-natural-language-to-skill/SKILL.md ↗ · machine-readable summary at /s/stijnman-natural-language-to-skill.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

—-34% tokens0% turns64% of whole cases pass with skill (14/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-52%	0%
case-07	✗→✓	▲ Improved	-67%	0%
case-08	✗→✓	▲ Improved	-75%	0%
case-09	✗→✓	▲ Improved	-50%	0%
case-12	✗→✓	▲ Improved	927%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stijnman / grok-custom-skills

.grok/skills/natural-language-to-skill/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Natural Language To Skill

When to Use

User says create skill from description or task matches this capability
User says NL to skill or task matches this capability
User says skill from prompt or task matches this capability

Workflow

Parse intent: triggers, workflow, integrations, errors.
Generate SKILL.md following Agent Skills spec.
Run hyper-skill-tester on draft.
Save to .grok/skills/<name>/ via skill-creation-enabler.

Integrations

skill-creation-enabler
hyper-skill-tester
skill-researcher

Error Handling

| Failure | Response | |---------|----------| | Vague request | Ask 3 clarifying questions before generating. |

Gotchas

Name must be lowercase-hyphen, max 64 chars.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Want to see if stijnman/natural-language-to-skill would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.